Counterfactuals and Causal Inference

£26.99

Counterfactuals and Causal Inference

Methods and Principles for Social Research

Research and information: general Research methods: general Sociology Social research and statistics Probability and statistics

Authors: Stephen L. Morgan, Christopher Winship

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Collection: Analytical Methods for Social Research

Language: English

Published by: Cambridge University Press

Published on: 30th July 2007

Format: LCP-protected ePub

Size: 2 Mb

ISBN: 9781139234924


Introduction

Did mandatory busing programs in the 1970s increase the school achievement of disadvantaged minority youth? Does obtaining a college degree increase an individual's labor market earnings? Did the use of the butterfly ballot in some Florida counties in the 2000 presidential election cost Al Gore votes? If so, was the number of miscast votes sufficiently large to have altered the election outcome?

At their core, these types of questions are simple cause-and-effect questions. Simple cause-and-effect questions are the motivation for much empirical work in the social sciences.

About the Book

This book presents a model and set of methods for causal effect estimation that social scientists can use to address causal questions such as these. The essential features of the counterfactual model of causality for observational data analysis are presented with examples from sociology, political science, and economics.

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